.coveragerc
.gitignore
.pre-commit-config.yaml
AUTHORS.rst
CONTRIBUTING.md
LICENSE
MANIFEST.in
README.rst
conftest.py
pixi.lock
pyproject.toml
references.bib
.circleci/config.yml
.github/ISSUE_TEMPLATE.md
.github/PULL_REQUEST_TEMPLATE.md
.github/check-changelog.yml
.github/dependabot.yml
.github/ISSUE_TEMPLATE/bug_report.md
.github/ISSUE_TEMPLATE/documentation-improvement.md
.github/ISSUE_TEMPLATE/feature_request.md
.github/ISSUE_TEMPLATE/other--blank-template-.md
.github/ISSUE_TEMPLATE/question.md
.github/ISSUE_TEMPLATE/usage-question.md
.github/workflows/circleci-artifacts-redirector.yml
.github/workflows/linters.yml
.github/workflows/tests.yml
build_tools/circle/build_doc.sh
build_tools/circle/checkout_merge_commit.sh
build_tools/circle/linting.sh
build_tools/circle/push_doc.sh
doc/Makefile
doc/about.rst
doc/combine.rst
doc/common_pitfalls.rst
doc/conf.py
doc/developers_utils.rst
doc/ensemble.rst
doc/index.rst
doc/install.rst
doc/introduction.rst
doc/make.bat
doc/metrics.rst
doc/miscellaneous.rst
doc/model_selection.rst
doc/over_sampling.rst
doc/under_sampling.rst
doc/user_guide.rst
doc/whats_new.rst
doc/zzz_references.rst
doc/_static/index_api.svg
doc/_static/index_examples.svg
doc/_static/index_getting_started.svg
doc/_static/index_user_guide.svg
doc/_static/css/imbalanced-learn.css
doc/_static/img/favicon.ico
doc/_static/img/logo.png
doc/_static/img/logo.xcf
doc/_static/img/logo_wide.png
doc/_static/img/logo_wide_dark.png
doc/_static/js/copybutton.js
doc/_templates/class.rst
doc/_templates/function.rst
doc/_templates/numpydoc_docstring.rst
doc/_templates/sidebar-search-bs.html
doc/auto_examples/sg_execution_times.rst
doc/auto_examples/api/index.rst
doc/auto_examples/api/plot_sampling_strategy_usage.codeobj.json
doc/auto_examples/api/plot_sampling_strategy_usage.ipynb
doc/auto_examples/api/plot_sampling_strategy_usage.py
doc/auto_examples/api/plot_sampling_strategy_usage.py.md5
doc/auto_examples/api/plot_sampling_strategy_usage.rst
doc/auto_examples/api/plot_sampling_strategy_usage.zip
doc/auto_examples/api/sg_execution_times.rst
doc/auto_examples/api/images/sphx_glr_plot_sampling_strategy_usage_001.png
doc/auto_examples/api/images/sphx_glr_plot_sampling_strategy_usage_002.png
doc/auto_examples/api/images/sphx_glr_plot_sampling_strategy_usage_003.png
doc/auto_examples/api/images/sphx_glr_plot_sampling_strategy_usage_004.png
doc/auto_examples/api/images/sphx_glr_plot_sampling_strategy_usage_005.png
doc/auto_examples/api/images/sphx_glr_plot_sampling_strategy_usage_006.png
doc/auto_examples/api/images/sphx_glr_plot_sampling_strategy_usage_007.png
doc/auto_examples/api/images/sphx_glr_plot_sampling_strategy_usage_008.png
doc/auto_examples/api/images/thumb/sphx_glr_plot_sampling_strategy_usage_thumb.png
doc/auto_examples/applications/plot_impact_imbalanced_classes.py
doc/auto_examples/applications/plot_multi_class_under_sampling.codeobj.json
doc/auto_examples/applications/plot_multi_class_under_sampling.ipynb
doc/auto_examples/applications/plot_multi_class_under_sampling.py
doc/auto_examples/applications/plot_multi_class_under_sampling.py.md5
doc/auto_examples/applications/plot_multi_class_under_sampling.rst
doc/auto_examples/applications/plot_multi_class_under_sampling.zip
doc/auto_examples/applications/plot_outlier_rejections.codeobj.json
doc/auto_examples/applications/plot_outlier_rejections.ipynb
doc/auto_examples/applications/plot_outlier_rejections.py
doc/auto_examples/applications/plot_outlier_rejections.py.md5
doc/auto_examples/applications/plot_outlier_rejections.rst
doc/auto_examples/applications/plot_outlier_rejections.zip
doc/auto_examples/applications/plot_over_sampling_benchmark_lfw.codeobj.json
doc/auto_examples/applications/plot_over_sampling_benchmark_lfw.ipynb
doc/auto_examples/applications/plot_over_sampling_benchmark_lfw.py
doc/auto_examples/applications/plot_over_sampling_benchmark_lfw.py.md5
doc/auto_examples/applications/plot_over_sampling_benchmark_lfw.rst
doc/auto_examples/applications/plot_over_sampling_benchmark_lfw.zip
doc/auto_examples/applications/plot_topic_classication.codeobj.json
doc/auto_examples/applications/plot_topic_classication.ipynb
doc/auto_examples/applications/plot_topic_classication.py
doc/auto_examples/applications/plot_topic_classication.py.md5
doc/auto_examples/applications/plot_topic_classication.rst
doc/auto_examples/applications/plot_topic_classication.zip
doc/auto_examples/applications/porto_seguro_keras_under_sampling.codeobj.json
doc/auto_examples/applications/porto_seguro_keras_under_sampling.ipynb
doc/auto_examples/applications/porto_seguro_keras_under_sampling.py
doc/auto_examples/applications/porto_seguro_keras_under_sampling.rst
doc/auto_examples/applications/porto_seguro_keras_under_sampling.zip
doc/auto_examples/applications/images/sphx_glr_plot_outlier_rejections_001.png
doc/auto_examples/applications/images/sphx_glr_plot_outlier_rejections_002.png
doc/auto_examples/applications/images/sphx_glr_plot_outlier_rejections_003.png
doc/auto_examples/applications/images/sphx_glr_plot_over_sampling_benchmark_lfw_001.png
doc/auto_examples/applications/images/sphx_glr_plot_over_sampling_benchmark_lfw_002.png
doc/auto_examples/applications/images/thumb/sphx_glr_plot_multi_class_under_sampling_thumb.png
doc/auto_examples/applications/images/thumb/sphx_glr_plot_outlier_rejections_thumb.png
doc/auto_examples/applications/images/thumb/sphx_glr_plot_over_sampling_benchmark_lfw_thumb.png
doc/auto_examples/applications/images/thumb/sphx_glr_plot_topic_classication_thumb.png
doc/auto_examples/applications/images/thumb/sphx_glr_porto_seguro_keras_under_sampling_thumb.png
doc/bibtex/refs.bib
doc/datasets/index.rst
doc/references/combine.rst
doc/references/datasets.rst
doc/references/ensemble.rst
doc/references/index.rst
doc/references/keras.rst
doc/references/metrics.rst
doc/references/miscellaneous.rst
doc/references/model_selection.rst
doc/references/over_sampling.rst
doc/references/pipeline.rst
doc/references/tensorflow.rst
doc/references/under_sampling.rst
doc/references/utils.rst
doc/references/generated/imblearn.BaseCleaningSampler.examples.new
doc/references/generated/imblearn.BaseCleaningSampler.fit_resample.examples.new
doc/references/generated/imblearn.BaseOverSampler.examples.new
doc/references/generated/imblearn.BaseOverSampler.fit_resample.examples.new
doc/references/generated/imblearn.BaseSampler.examples.new
doc/references/generated/imblearn.BaseSampler.fit_resample.examples.new
doc/references/generated/imblearn.BaseUnderSampler.examples.new
doc/references/generated/imblearn.BaseUnderSampler.fit_resample.examples.new
doc/references/generated/imblearn.FunctionSampler.rst
doc/references/generated/imblearn.RandomOverSampler.examples.new
doc/references/generated/imblearn.RandomOverSampler.fit_resample.examples.new
doc/references/generated/imblearn.RandomUnderSampler.examples.new
doc/references/generated/imblearn.RandomUnderSampler.fit_resample.examples.new
doc/references/generated/imblearn.SamplerMixin.examples.new
doc/references/generated/imblearn.SamplerMixin.fit_resample.examples.new
doc/references/generated/imblearn.TomekLinks.examples.new
doc/references/generated/imblearn.TomekLinks.fit_resample.examples.new
doc/references/generated/imblearn.base.BaseSampler.examples.new
doc/references/generated/imblearn.base.BaseSampler.fit_resample.examples.new
doc/references/generated/imblearn.base.SamplerMixin.examples.new
doc/references/generated/imblearn.base.SamplerMixin.fit_resample.examples.new
doc/references/generated/imblearn.combine.SMOTEENN.rst
doc/references/generated/imblearn.combine.SMOTETomek.rst
doc/references/generated/imblearn.datasets.fetch_datasets.rst
doc/references/generated/imblearn.datasets.make_imbalance.examples.new
doc/references/generated/imblearn.datasets.make_imbalance.rst
doc/references/generated/imblearn.ensemble.BalancedBaggingClassifier.rst
doc/references/generated/imblearn.ensemble.BalancedRandomForestClassifier.rst
doc/references/generated/imblearn.ensemble.EasyEnsembleClassifier.rst
doc/references/generated/imblearn.ensemble.RUSBoostClassifier.rst
doc/references/generated/imblearn.keras.BalancedBatchGenerator.rst
doc/references/generated/imblearn.keras.balanced_batch_generator.rst
doc/references/generated/imblearn.metrics.classification_report_imbalanced.rst
doc/references/generated/imblearn.metrics.geometric_mean_score.rst
doc/references/generated/imblearn.metrics.macro_averaged_mean_absolute_error.rst
doc/references/generated/imblearn.metrics.make_index_balanced_accuracy.rst
doc/references/generated/imblearn.metrics.pairwise.ValueDifferenceMetric.rst
doc/references/generated/imblearn.metrics.sensitivity_score.rst
doc/references/generated/imblearn.metrics.sensitivity_specificity_support.rst
doc/references/generated/imblearn.metrics.specificity_score.rst
doc/references/generated/imblearn.model_selection.InstanceHardnessCV.rst
doc/references/generated/imblearn.over_sampling.ADASYN.rst
doc/references/generated/imblearn.over_sampling.BaseOverSampler.examples.new
doc/references/generated/imblearn.over_sampling.BaseOverSampler.fit_resample.examples.new
doc/references/generated/imblearn.over_sampling.BorderlineSMOTE.rst
doc/references/generated/imblearn.over_sampling.KMeansSMOTE.rst
doc/references/generated/imblearn.over_sampling.RandomOverSampler.examples.new
doc/references/generated/imblearn.over_sampling.RandomOverSampler.fit_resample.examples.new
doc/references/generated/imblearn.over_sampling.RandomOverSampler.rst
doc/references/generated/imblearn.over_sampling.SMOTE.rst
doc/references/generated/imblearn.over_sampling.SMOTEN.rst
doc/references/generated/imblearn.over_sampling.SMOTENC.rst
doc/references/generated/imblearn.over_sampling.SVMSMOTE.rst
doc/references/generated/imblearn.over_sampling.base.BaseOverSampler.examples.new
doc/references/generated/imblearn.over_sampling.base.BaseOverSampler.fit_resample.examples.new
doc/references/generated/imblearn.pipeline.Pipeline.rst
doc/references/generated/imblearn.pipeline.make_pipeline.rst
doc/references/generated/imblearn.tensorflow.balanced_batch_generator.rst
doc/references/generated/imblearn.under_sampling.AllKNN.rst
doc/references/generated/imblearn.under_sampling.BaseCleaningSampler.examples.new
doc/references/generated/imblearn.under_sampling.BaseCleaningSampler.fit_resample.examples.new
doc/references/generated/imblearn.under_sampling.BaseUnderSampler.examples.new
doc/references/generated/imblearn.under_sampling.BaseUnderSampler.fit_resample.examples.new
doc/references/generated/imblearn.under_sampling.ClusterCentroids.rst
doc/references/generated/imblearn.under_sampling.CondensedNearestNeighbour.rst
doc/references/generated/imblearn.under_sampling.EditedNearestNeighbours.rst
doc/references/generated/imblearn.under_sampling.InstanceHardnessThreshold.rst
doc/references/generated/imblearn.under_sampling.NearMiss.rst
doc/references/generated/imblearn.under_sampling.NeighbourhoodCleaningRule.rst
doc/references/generated/imblearn.under_sampling.OneSidedSelection.rst
doc/references/generated/imblearn.under_sampling.RandomUnderSampler.examples.new
doc/references/generated/imblearn.under_sampling.RandomUnderSampler.fit_resample.examples.new
doc/references/generated/imblearn.under_sampling.RandomUnderSampler.rst
doc/references/generated/imblearn.under_sampling.RepeatedEditedNearestNeighbours.rst
doc/references/generated/imblearn.under_sampling.TomekLinks.examples.new
doc/references/generated/imblearn.under_sampling.TomekLinks.fit_resample.examples.new
doc/references/generated/imblearn.under_sampling.TomekLinks.rst
doc/references/generated/imblearn.under_sampling.base.BaseCleaningSampler.examples.new
doc/references/generated/imblearn.under_sampling.base.BaseCleaningSampler.fit_resample.examples.new
doc/references/generated/imblearn.under_sampling.base.BaseUnderSampler.examples.new
doc/references/generated/imblearn.under_sampling.base.BaseUnderSampler.fit_resample.examples.new
doc/references/generated/imblearn.utils.check_neighbors_object.rst
doc/references/generated/imblearn.utils.check_sampling_strategy.rst
doc/references/generated/imblearn.utils.check_target_type.rst
doc/references/generated/imblearn.utils.estimator_checks.parametrize_with_checks.rst
doc/sphinxext/LICENSE.txt
doc/sphinxext/MANIFEST.in
doc/sphinxext/README.txt
doc/sphinxext/github_link.py
doc/sphinxext/sphinx_issues.py
doc/sphinxext/__pycache__/github_link.cpython-311.pyc
doc/sphinxext/__pycache__/sphinx_issues.cpython-311.pyc
doc/whats_new/v0.1.rst
doc/whats_new/v0.10.rst
doc/whats_new/v0.11.rst
doc/whats_new/v0.12.rst
doc/whats_new/v0.13.rst
doc/whats_new/v0.14.rst
doc/whats_new/v0.2.rst
doc/whats_new/v0.3.rst
doc/whats_new/v0.4.rst
doc/whats_new/v0.5.rst
doc/whats_new/v0.6.rst
doc/whats_new/v0.7.rst
doc/whats_new/v0.8.rst
doc/whats_new/v0.9.rst
examples/README.txt
examples/api/README.txt
examples/api/plot_sampling_strategy_usage.py
examples/applications/README.txt
examples/applications/plot_impact_imbalanced_classes.py
examples/applications/plot_multi_class_under_sampling.py
examples/applications/plot_outlier_rejections.py
examples/applications/plot_over_sampling_benchmark_lfw.py
examples/applications/plot_topic_classication.py
examples/applications/porto_seguro_keras_under_sampling.py
examples/combine/README.txt
examples/combine/plot_comparison_combine.py
examples/datasets/README.txt
examples/datasets/plot_make_imbalance.py
examples/ensemble/README.txt
examples/ensemble/plot_bagging_classifier.py
examples/ensemble/plot_comparison_ensemble_classifier.py
examples/evaluation/README.txt
examples/evaluation/plot_classification_report.py
examples/evaluation/plot_metrics.py
examples/model_selection/README.txt
examples/model_selection/plot_instance_hardness_cv.py
examples/model_selection/plot_validation_curve.py
examples/over-sampling/README.txt
examples/over-sampling/plot_comparison_over_sampling.py
examples/over-sampling/plot_illustration_generation_sample.py
examples/over-sampling/plot_shrinkage_effect.py
examples/pipeline/README.txt
examples/pipeline/plot_pipeline_classification.py
examples/under-sampling/README.txt
examples/under-sampling/plot_comparison_under_sampling.py
examples/under-sampling/plot_illustration_nearmiss.py
examples/under-sampling/plot_illustration_tomek_links.py
imbalanced_learn.egg-info/PKG-INFO
imbalanced_learn.egg-info/SOURCES.txt
imbalanced_learn.egg-info/dependency_links.txt
imbalanced_learn.egg-info/requires.txt
imbalanced_learn.egg-info/top_level.txt
imblearn/VERSION.txt
imblearn/__init__.py
imblearn/_version.py
imblearn/base.py
imblearn/exceptions.py
imblearn/pipeline.py
imblearn/combine/__init__.py
imblearn/combine/_smote_enn.py
imblearn/combine/_smote_tomek.py
imblearn/combine/tests/__init__.py
imblearn/combine/tests/test_smote_enn.py
imblearn/combine/tests/test_smote_tomek.py
imblearn/datasets/__init__.py
imblearn/datasets/_imbalance.py
imblearn/datasets/_zenodo.py
imblearn/datasets/tests/__init__.py
imblearn/datasets/tests/test_imbalance.py
imblearn/datasets/tests/test_zenodo.py
imblearn/ensemble/__init__.py
imblearn/ensemble/_bagging.py
imblearn/ensemble/_common.py
imblearn/ensemble/_easy_ensemble.py
imblearn/ensemble/_forest.py
imblearn/ensemble/_weight_boosting.py
imblearn/ensemble/tests/__init__.py
imblearn/ensemble/tests/test_bagging.py
imblearn/ensemble/tests/test_easy_ensemble.py
imblearn/ensemble/tests/test_forest.py
imblearn/ensemble/tests/test_weight_boosting.py
imblearn/keras/__init__.py
imblearn/keras/_generator.py
imblearn/keras/tests/__init__.py
imblearn/keras/tests/test_generator.py
imblearn/metrics/__init__.py
imblearn/metrics/_classification.py
imblearn/metrics/pairwise.py
imblearn/metrics/tests/__init__.py
imblearn/metrics/tests/test_classification.py
imblearn/metrics/tests/test_pairwise.py
imblearn/metrics/tests/test_score_objects.py
imblearn/model_selection/__init__.py
imblearn/model_selection/_split.py
imblearn/model_selection/tests/__init__.py
imblearn/model_selection/tests/test_split.py
imblearn/over_sampling/__init__.py
imblearn/over_sampling/_adasyn.py
imblearn/over_sampling/_random_over_sampler.py
imblearn/over_sampling/base.py
imblearn/over_sampling/_smote/__init__.py
imblearn/over_sampling/_smote/base.py
imblearn/over_sampling/_smote/cluster.py
imblearn/over_sampling/_smote/filter.py
imblearn/over_sampling/_smote/tests/__init__.py
imblearn/over_sampling/_smote/tests/test_borderline_smote.py
imblearn/over_sampling/_smote/tests/test_kmeans_smote.py
imblearn/over_sampling/_smote/tests/test_smote.py
imblearn/over_sampling/_smote/tests/test_smote_nc.py
imblearn/over_sampling/_smote/tests/test_smoten.py
imblearn/over_sampling/_smote/tests/test_svm_smote.py
imblearn/over_sampling/tests/__init__.py
imblearn/over_sampling/tests/test_adasyn.py
imblearn/over_sampling/tests/test_common.py
imblearn/over_sampling/tests/test_random_over_sampler.py
imblearn/tensorflow/__init__.py
imblearn/tensorflow/_generator.py
imblearn/tensorflow/tests/__init__.py
imblearn/tensorflow/tests/test_generator.py
imblearn/tests/__init__.py
imblearn/tests/test_base.py
imblearn/tests/test_common.py
imblearn/tests/test_docstring_parameters.py
imblearn/tests/test_exceptions.py
imblearn/tests/test_pipeline.py
imblearn/tests/test_public_functions.py
imblearn/under_sampling/__init__.py
imblearn/under_sampling/base.py
imblearn/under_sampling/_prototype_generation/__init__.py
imblearn/under_sampling/_prototype_generation/_cluster_centroids.py
imblearn/under_sampling/_prototype_generation/tests/__init__.py
imblearn/under_sampling/_prototype_generation/tests/test_cluster_centroids.py
imblearn/under_sampling/_prototype_selection/__init__.py
imblearn/under_sampling/_prototype_selection/_condensed_nearest_neighbour.py
imblearn/under_sampling/_prototype_selection/_edited_nearest_neighbours.py
imblearn/under_sampling/_prototype_selection/_instance_hardness_threshold.py
imblearn/under_sampling/_prototype_selection/_nearmiss.py
imblearn/under_sampling/_prototype_selection/_neighbourhood_cleaning_rule.py
imblearn/under_sampling/_prototype_selection/_one_sided_selection.py
imblearn/under_sampling/_prototype_selection/_random_under_sampler.py
imblearn/under_sampling/_prototype_selection/_tomek_links.py
imblearn/under_sampling/_prototype_selection/tests/__init__.py
imblearn/under_sampling/_prototype_selection/tests/test_allknn.py
imblearn/under_sampling/_prototype_selection/tests/test_condensed_nearest_neighbour.py
imblearn/under_sampling/_prototype_selection/tests/test_edited_nearest_neighbours.py
imblearn/under_sampling/_prototype_selection/tests/test_instance_hardness_threshold.py
imblearn/under_sampling/_prototype_selection/tests/test_nearmiss.py
imblearn/under_sampling/_prototype_selection/tests/test_neighbourhood_cleaning_rule.py
imblearn/under_sampling/_prototype_selection/tests/test_one_sided_selection.py
imblearn/under_sampling/_prototype_selection/tests/test_random_under_sampler.py
imblearn/under_sampling/_prototype_selection/tests/test_repeated_edited_nearest_neighbours.py
imblearn/under_sampling/_prototype_selection/tests/test_tomek_links.py
imblearn/utils/__init__.py
imblearn/utils/_docstring.py
imblearn/utils/_show_versions.py
imblearn/utils/_tags.py
imblearn/utils/_validation.py
imblearn/utils/deprecation.py
imblearn/utils/estimator_checks.py
imblearn/utils/testing.py
imblearn/utils/_test_common/__init__.py
imblearn/utils/_test_common/instance_generator.py
imblearn/utils/tests/__init__.py
imblearn/utils/tests/test_deprecation.py
imblearn/utils/tests/test_docstring.py
imblearn/utils/tests/test_estimator_checks.py
imblearn/utils/tests/test_min_dependencies.py
imblearn/utils/tests/test_show_versions.py
imblearn/utils/tests/test_testing.py
imblearn/utils/tests/test_validation.py
maint_tools/test_docstring.py